d_LLE: Locally Linear Embedding

In egenn/rtemis: Machine Learning and Visualization

Locally Linear Embedding

Description

Perform LLE decomposition using RDRToolbox::lle

Usage

d_LLE(x, k = 2, nn = 6, verbose = TRUE)

Arguments

x	Input data
k	Integer: dimensionality of the embedding
nn	Integer: Number of neighbors.
verbose	Logical: If TRUE, print messages to screen. Default = TRUE

Details

Project scaled variables to LLE components Input must be n by p, where n represents number of cases, and p represents number of features.

Value

rtDecom object

Author(s)

E.D. Gennatas

See Also

Other Decomposition: d_H2OAE(), d_H2OGLRM(), d_ICA(), d_Isomap(), d_KPCA(), d_MDS(), d_NMF(), d_PCA(), d_SPCA(), d_SVD(), d_TSNE(), d_UMAP()

egenn/rtemis documentation built on Dec. 17, 2024, 6:16 p.m.